How real projects configure their agents

1,902 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents7,374Claude Code6,573Data and AI3,706Backend and APIs3,486Languages3,398Planning3,181Git and workflow3,100Code review2,701Memory and context2,354Testing2,311Research2,292DevOps and cloud2,282Writing and docs2,269Frontend2,250Security1,980Productivity1,695

All Claude Code32,004 Codex23,112 OpenCode21,881 GitHub Copilot3,501 Gemini CLI1,902 Cursor1,724 Windsurf62 Kiro40

Project Stars Configures Files Always loaded
abdulrbasit/job-hunter Automate your job search — find listings, score fit, tailor your resume, and draft cover l 24 Claude Code, Codex, Gemini CLI, OpenCode 8 1,105 tok
lalitmee/codecompanion-spinners.nvim Beautiful, configurable status spinners for codecompanion.nvim 24 Gemini CLI 1 6,414 tok
nirholas/openbare openbare.xyz Decentralized web proxy network designed for censorship resistance, high availability. Dep 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 854 tok
ChronoAIProject/consensus-rnd A general-purpose consensus-based R&D skills library — a multi-perspective consensus-build 24 Claude Code, Codex, Gemini CLI, OpenCode 3 4,396 tok
NguyenSiTrung/Conductor-Beads 24 Claude Code, Gemini CLI 65 2,199 tok
MattArtzAnthro/AI-Anthropology-Toolkit The AI Anthropology Toolkit is a suite of computational anthropology tools designed to enh 24 Claude Code, Codex, Gemini CLI, OpenCode 3 4,372 tok
idoforgod/Vibe-learning-AgenticWorkflow Socratic AI Tutor Builder — 21-step agentic workflow for personalized education system 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 72 39,766 tok
igmarin/rails-agent-skills 28 Rails-specific skills + 9 workflow templates for agentic development. 24 Claude Code, Codex, Gemini CLI, OpenCode 3 1,420 tok
nirholas/plugin.delivery plugin.delivery AI plugin marketplace. SDK, gateway & developer tools for building function-calling plugin 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 806 tok
nirholas/ethereum-wallet-toolkit Python toolkit for Ethereum wallets: CLI tools + Model Context Protocol (MCP) servers for 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 791 tok
nirholas/Binance-US-MCP A Model Context Protocol (MCP) server for Binance.US API. Provides standardized access to 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 861 tok
nirholas/x402-deploy nirholas.github.io Turn any API or MCP server into a paid service with x402 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 652 tok
hwanyong/mcp-debug-tools blog.hwanyong.com VSCode extension and CLI tool for MCP-based debugging with DAP protocol support 24 Gemini CLI 1
gvkhosla/pi-tinker Fine-tune open-source models with Tinker from inside Pi — managed improve loops, data prep 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,540 tok
frostyard/snosi A bootable container image build system using mkosi for creating Debian-based bootable con 24 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 13 23,403 tok
oculus-samples/Unity-MetaXRInteractionSDK-AvatarSample This repository provides a comprehensive sample project showcasing the integration of Meta 24 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,027 tok
cosmincraciun97/stonewright-wp-mcp Guarded, recoverable WordPress MCP automation for Elementor, Gutenberg, WooCommerce, conte 24 Claude Code, Codex, Gemini CLI, OpenCode 3 4,561 tok
jaimevalasek/aioson AI operating framework for hyper-personalized software. 24 Claude Code, Codex, Gemini CLI, OpenCode 64 1,802 tok
derailed-dash/dazbo-agent-skills medium.com A collection of agentic skills developed for AI agents and assistants. These skills extend 24 Gemini CLI 1 834 tok
j5ik2o/event-store-adapter-js This library is designed to turn DynamoDB into an Event Store for Event Sourcing. 24 Claude Code, Codex, Gemini CLI, OpenCode 41 552 tok
0xMulight/human-social-copy Writes AI/tools/crypto content as human-style Chinese social media copy. For tweets, X pos 23 Claude Code, Codex, Gemini CLI, OpenCode 3 3,134 tok
drpcorg/drpc-agent-skills Blockchain RPC skills for AI coding agents — 200+ networks via DRPC 23 Gemini CLI 1 110 tok
sirmews/claude-hook-advisor Suggest alternatives based on matching keywords so Claude stops doing dumb things. 23 Codex, Gemini CLI, OpenCode 2 1,609 tok
kesslerio/vibe-check-mcp Stop AI coding disasters before they cost you weeks. Real-time anti-pattern detection for 23 Claude Code, Codex, Gemini CLI, OpenCode 3 2,605 tok
pinecone-io/gemini-cli-extension The official Pinecone Gemini CLI extension repo. 23 Gemini CLI 1 569 tok
0p9b/TLDR 0p9b.github.io Verdict-first output for AI coding agents. Tiny prompt + installer for Claude Code, Codex, 23 Claude Code, Codex, Gemini CLI, OpenCode 3 2,094 tok
BadC-mpany/lilith-zero badcompany.xyz ⚸ Lilith Zero - Security Middleware for MCP tool calls written in Rust. 23 Claude Code, Codex, Gemini CLI 4 9,083 tok
wangjianjq/Skill Auto agents 23 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 45 8,297 tok
oO/figma-mcp-write-server A Model Context Protocol (MCP) server for writing to Figma files 23 Claude Code, Gemini CLI 2 3,378 tok
RahmatRafiq/laravel-12-spattie-media-and-roles 23 Claude Code, Cursor, Gemini CLI 3 4,065 tok
skynetcmd/m3-memory Local-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Suppor 23 Claude Code, Codex, Gemini CLI, OpenCode 4 2,121 tok
galyarderlabs/galyarder-framework galyarderlabs.github.io The framework that powers your Agentic Company 23 Claude Code, Codex, Gemini CLI, OpenCode 3 2,380 tok
Shilo/pixellab-pip Meet PixelLab Pip: a tiny pup who fetches the right PixelLab workflow. He follows human co 23 Claude Code, Codex, Gemini CLI, OpenCode 3 939 tok
olafkfreund/nixos_config My private nixos_config 23 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 72 5,411 tok
gemini-cli-extensions/vertex A Gemini CLI extension provides tools to manage prompts in Vertex AI 22 Gemini CLI 1 5,598 tok
ihabkhaled/ClawAI claw-ai.co Claw is a local-first AI control plane that runs powerful open models on your machine and 22 Claude Code, Codex, Cursor, Gemini CLI, OpenCode 4 9,312 tok
nantobv/pituitary Catch spec drift before it catches you. Indexes your specs, docs, and decision records, th 22 Claude Code, Codex, Gemini CLI, OpenCode 5 2,571 tok
derailed-dash/adk-docs-ext medium.com Provides Gemini with up-to-date information about ADK. The documentation content is source 22 Gemini CLI 1 258 tok
huyphan13189/QE-AI 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 17 10,209 tok
FerroxLabs/ferrox-factory The agentic build line: planned phases, parallel waves, machine gates at every station. Go 22 Gemini CLI 1 617 tok
buildatscale-tv/gemini-skills A repository of skills for Gemini CLI 22 Gemini CLI 1 260 tok
ksprashu/gemini-cli-config My custom Gemini CLI config 22 Codex, Gemini CLI, OpenCode 2 7,932 tok
jrb00013/rudycanshoot MCP server + CLI that lets AI assistants take and view screenshots. Auto-installs into Cla 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 6 1,170 tok
carlrannaberg/cclint Linter for Claude Code project files 22 Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode 18 4,110 tok
MiddlePoint-Solutions/mcp-on-android-tv A Model Context Protocol (MCP) community server running on Android TV with on-device ADB i 22 Gemini CLI 1 399 tok
savethepolarbears/jules-mcp-server Production-ready Model Context Protocol (MCP) server for Google Jules API. Enables autonom 22 Claude Code, Codex, Gemini CLI, OpenCode 3 1,176 tok
rainmanjam/poka-yoke Mistake-proofing for software. Shigeo Shingo's poka-yoke method as a Claude Code plugin: a 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 1,387 tok
hyhmrright/logic-lens Logic-first AI code review via semi-formal execution tracing (Premises → Trace → Divergenc 22 Claude Code, Codex, Gemini CLI, OpenCode 5 3,431 tok
VincentChuWaiChow/vanguard-frontier-agentic Curated marketplace of AI skills, agents, and rules for cloud, zero-trust, and compliance- 22 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 4 5,843 tok
tanaikech/ToolsForMCPServer-extension medium.com Simplified Google Workspace Automation with Gemini CLI Extensions 22 Gemini CLI 1 87 tok